Automation Synthesis
Each pattern type maps to a specific automation output. The operator reviews drafts before deployment.
Pattern → Automation Mapping
| Pattern | Output | Key Fields |
|---|---|---|
| Reaction | AlertRuleSpec | condition (FieldAbove/FieldBelow), severity, escalation, dedup_key, tags:["tai_generated"] |
| Sequence | GeneratedStateMachine | states: step_{i}_{label}, transitions, initial_state |
| Cascade | GeneratedAgentConfig | watch_entity, trigger_action, target_entity, target_action, delay_ms, enabled:false |
Reaction → AlertRuleSpec
Rust
// Input: Reaction pattern
// "When actual_temp > 28, operator sets setpoint to 22"
//
// Output: AlertRuleSpec
AlertRuleSpec {
id: "tai_00000000deadbeef",
condition: FieldAbove { field: "actual_temp", value: 28.0 },
severity: Warning,
escalation: [EscalationStep {
delay_s: 0.0,
action: LogConsole {
message: "TAI: set_setpoint on {entity_id}"
},
}],
tags: ["tai_generated"],
enabled: true,
}AutomationDraft
All three generators produce an AutomationDraft wrapping the config YAML, human explanation, and estimated confidence.
| Field | Description |
|---|---|
| source_pattern_id | Content-addressed PatternId that produced this draft |
| automation_type | AlertRule, StateMachine, or ControlAgent |
| config_yaml | Generated YAML/JSON configuration |
| estimated_confidence | Inherited from the source pattern (0.0–1.0) |
Questions?
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